Seasonal Time Series Forecasting Models based on Artificial Neural Network

Forecasting is the starting point for drawing good strategies facing the demand variability in the increasingly complex and competitive today's markets.This article discusses two methods of dealing with demand variability in seasonal time series using artificial neural networks (ANN).First a multilayer perceptron model for time series forecasting is proposed.Several learning rules used to adjust t…